Using circular statistics to analyse time patterns in crime incidence

被引:44
作者
Brunsdon, Chris
Corcoran, Jon
机构
[1] Univ Leicester, Dept Geog, Leicester LE1 7RH, Leics, England
[2] Univ Queensland, Sch Geog Planning & Architecture, Ctr Res Sustainable Urban & Reg Futures, St Lucia, Qld 4067, Australia
关键词
circular statistics; public disorder; kernel density;
D O I
10.1016/j.compenvurbsys.2005.11.001
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A set of techniques referred to as circular statistics has been developed for the analysis of directional and orientational data. The unit of measure for such data is angular (usually in either degrees or radians), and the statistical distributions underlying the techniques are characterised by their cyclic nature-for example, angles of 359.9 degrees are considered close to angles of 0 degrees. In this paper, we assert that such approaches can be easily adapted to analyse time-of-day and time-of-week data, and in particular daily cycles in the numbers of incidents reported to the police. We begin the paper by describing circular statistics. We then discuss how these may be modified, and demonstrate the approach with some examples for reported incidents in the Cardiff area of Wales. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:300 / 319
页数:20
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